{"forkee":{"id":103478644,"name":"Object-detection-with-deep-learning-and-sliding-window","full_name":"panxipeng/Object-detection-with-deep-learning-and-sliding-window","owner":{"login":"panxipeng","id":10195248,"avatar_url":"https://avatars0.githubusercontent.com/u/10195248?v=4","gravatar_id":"","url":"https://api.github.com/users/panxipeng","html_url":"https://github.com/panxipeng","followers_url":"https://api.github.com/users/panxipeng/followers","following_url":"https://api.github.com/users/panxipeng/following{/other_user}","gists_url":"https://api.github.com/users/panxipeng/gists{/gist_id}","starred_url":"https://api.github.com/users/panxipeng/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/panxipeng/subscriptions","organizations_url":"https://api.github.com/users/panxipeng/orgs","repos_url":"https://api.github.com/users/panxipeng/repos","events_url":"https://api.github.com/users/panxipeng/events{/privacy}","received_events_url":"https://api.github.com/users/panxipeng/received_events","type":"User","site_admin":false},"private":false,"html_url":"https://github.com/panxipeng/Object-detection-with-deep-learning-and-sliding-window","description":"Introduces an approach for object detection in an image with sliding window. The repository contains three files, make_data.py reads the image in gray scale and converts the image into a numpy array. The labels are also appended based on the file name. In this case, if the file name starts with \"trn\", then 1 is appended else 0. Finally, all the images and labels are saved into .npy file. The test-model-1.py file loads the images and converts the labels into two categories as we are doing binary classification of images. The model is built using keras with theano as backend. In this case, the best training accuracy was 80% since the data was just 500 images and the testing accuracy was 67%","fork":true,"url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window","forks_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/forks","keys_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/keys{/key_id}","collaborators_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/collaborators{/collaborator}","teams_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/teams","hooks_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/hooks","issue_events_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/issues/events{/number}","events_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/events","assignees_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/assignees{/user}","branches_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/branches{/branch}","tags_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/tags","blobs_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/git/blobs{/sha}","git_tags_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/git/tags{/sha}","git_refs_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/git/refs{/sha}","trees_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/git/trees{/sha}","statuses_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/statuses/{sha}","languages_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/languages","stargazers_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/stargazers","contributors_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/contributors","subscribers_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/subscribers","subscription_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/subscription","commits_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/commits{/sha}","git_commits_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/git/commits{/sha}","comments_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/comments{/number}","issue_comment_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/issues/comments{/number}","contents_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/contents/{+path}","compare_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/compare/{base}...{head}","merges_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/merges","archive_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/{archive_format}{/ref}","downloads_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/downloads","issues_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/issues{/number}","pulls_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/pulls{/number}","milestones_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/milestones{/number}","notifications_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/notifications{?since,all,participating}","labels_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/labels{/name}","releases_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/releases{/id}","deployments_url":"https://api.github.com/repos/panxipeng/Object-detection-with-deep-learning-and-sliding-window/deployments","created_at":"2017-09-14T02:59:35Z","updated_at":"2017-09-01T01:08:13Z","pushed_at":"2016-09-26T06:27:57Z","git_url":"git://github.com/panxipeng/Object-detection-with-deep-learning-and-sliding-window.git","ssh_url":"git@github.com:panxipeng/Object-detection-with-deep-learning-and-sliding-window.git","clone_url":"https://github.com/panxipeng/Object-detection-with-deep-learning-and-sliding-window.git","svn_url":"https://github.com/panxipeng/Object-detection-with-deep-learning-and-sliding-window","homepage":"","size":10,"stargazers_count":0,"watchers_count":0,"language":null,"has_issues":false,"has_projects":true,"has_downloads":true,"has_wiki":true,"has_pages":false,"forks_count":0,"mirror_url":null,"open_issues_count":0,"forks":0,"open_issues":0,"watchers":0,"default_branch":"master","public":true}}
{"actor":{"display_login":"panxipeng"}}